LV
Casos brutos (1116 municípios)
# A tibble: 6 × 13
year mean sd var min quant25 median quant75 quant90 quant95 max zero zero.perc
<chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <int> <dbl>
1 2001 2.56 11.8 139. 0 0 0 1 4 7 173 645 0.578
2 2002 2.49 12.3 151. 0 0 0 1 4 8 214 702 0.629
3 2003 3.00 15.2 232. 0 0 0 1 4.5 9 303 654 0.586
4 2004 3.38 19.4 376. 0 0 0 1 5 12 464 692 0.620
5 2005 3.45 18.4 338. 0 0 0 1 5.5 12.2 412 662 0.593
6 2006 3.52 17.9 319. 0 0 0 1 5.5 12.2 302 661 0.592
Brasil (whole)
# A tibble: 5 × 13
year mean sd var min quant25 median quant75 max zero zero.perc `NA` NA.perc
<int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <int> <dbl> <int> <dbl>
1 2001 0.652 4.16 17.3 0 0 0 3.51 190. 5120 0.919 2 0.000359
2 2002 0.652 4.16 17.3 0 0 0 3.51 190. 5120 0.919 2 0.000359
3 2003 0.652 4.16 17.3 0 0 0 3.51 190. 5120 0.919 2 0.000359
4 2004 0.652 4.16 17.3 0 0 0 3.51 190. 5120 0.919 2 0.000359
5 2005 0.652 4.16 17.3 0 0 0 3.51 190. 5120 0.919 2 0.000359
LTA
Casos brutos (3212 municípios)
# A tibble: 6 × 13
year mean sd var min quant25 median quant75 quant90 quant95 max zero zero.perc
<chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <int> <dbl>
1 2001 10.6 45.0 2025. 0 0 1 6 23 50 1772 1289 0.401
2 2002 9.66 33.8 1141. 0 0 1 6 23 49.4 1144 1224 0.381
3 2003 10.1 46.9 2196. 0 0 1 6 24 49 2107 1294 0.403
4 2004 9.28 34.9 1215. 0 0 1 5 20 43 1023 1402 0.436
5 2005 8.62 29.5 869. 0 0 1 5 20 44.4 928 1271 0.396
6 2006 6.93 23.9 570. 0 0 1 4 16 34 720 1378 0.429
Brasil (whole)
# A tibble: 5 × 13
year mean sd var min quant25 median quant75 max zero zero.perc `NA` NA.perc
<int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <int> <dbl> <int> <dbl>
1 2001 14.2 49.4 2445. 0 0 0 79.0 984. 3893 0.699 2 0.000359
2 2002 14.2 49.4 2445. 0 0 0 79.0 984. 3893 0.699 2 0.000359
3 2003 14.2 49.4 2445. 0 0 0 79.0 984. 3893 0.699 2 0.000359
4 2004 14.2 49.4 2445. 0 0 0 79.0 984. 3893 0.699 2 0.000359
5 2005 14.2 49.4 2445. 0 0 0 79.0 984. 3893 0.699 2 0.000359
UR
# A tibble: 5 × 9
year mean sd var min quant25 median quant75 max
<int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 2001 74.5 7.94 63.1 59.3 67.4 74.6 81.2 90.1
2 2002 74.5 7.67 58.9 59.0 67.7 74.4 81.1 90.0
3 2003 74.6 7.96 63.4 59.2 67.7 74.6 81.5 90.1
4 2004 74.6 7.79 60.7 58.8 67.8 74.6 81.3 89.6
5 2005 73.6 8.21 67.4 58.7 66.5 73.8 80.5 89.8
SDII
# A tibble: 5 × 9
year mean sd var min quant25 median quant75 max
<int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 2001 4.65 0.855 0.730 2.4 4.18 4.59 5.03 8.72
2 2002 4.46 0.797 0.636 2.48 4.02 4.42 4.82 8.98
3 2003 4.64 0.787 0.619 2.45 4.22 4.57 4.99 9.08
4 2004 4.69 0.738 0.545 2.82 4.27 4.58 5.04 8.68
5 2005 4.62 0.823 0.677 2.6 4.12 4.47 5 9.48
TASMAX
# A tibble: 5 × 9
year mean sd var min quant25 median quant75 max
<int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 2001 27.5 2.89 8.33 20.1 25.4 27.4 29.8 33.8
2 2002 27.5 2.98 8.89 20.2 25.1 27.4 29.9 33.9
3 2003 27.6 2.93 8.61 20.3 25.3 27.5 30.0 34.1
4 2004 27.5 3.06 9.37 19.8 25.2 27.4 29.8 33.9
5 2005 28.0 2.93 8.60 20.3 25.8 27.8 30.4 33.9
TASMIN
# A tibble: 5 × 9
year mean sd var min quant25 median quant75 max
<int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 2001 17.7 2.97 8.85 10.9 15.2 17.8 20.2 25.4
2 2002 17.7 3.00 8.99 10.9 15.2 17.8 20.2 25.4
3 2003 17.9 2.93 8.61 11.2 15.4 18.0 20.3 25.4
4 2004 17.8 3.05 9.33 10.9 15.2 17.9 20.3 25.6
5 2005 17.9 2.96 8.78 11.1 15.5 18.1 20.4 25.6
PREC_MEAN
# A tibble: 5 × 9
year mean sd var min quant25 median quant75 max
<int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 2001 4.42 0.914 0.836 1.99 3.93 4.27 4.86 8.72
2 2002 4.21 0.847 0.717 2.23 3.74 4.08 4.60 8.96
3 2003 4.40 0.854 0.729 2.16 3.90 4.26 4.81 8.98
4 2004 4.44 0.811 0.658 2.52 3.95 4.28 4.86 8.65
5 2005 4.37 0.889 0.790 2.34 3.84 4.17 4.83 9.40
PREC_SUM
# A tibble: 5 × 9
year mean sd var min quant25 median quant75 max
<int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 2001 134. 27.7 770. 60.2 119. 129. 147. 264.
2 2002 128. 25.7 662. 67.2 113. 124. 139. 271.
3 2003 133. 25.9 673. 65.0 118. 129. 146. 272.
4 2004 135. 24.7 609. 77.0 120. 130. 148. 264.
5 2005 133. 27.0 727. 70.7 116. 126. 147. 285.
Modelagem
Referência
A análise estatística foi realizada no ambiente de computação estatística
R(R Core Team, 2022). Os principais pacotesRutilizados foram o {dplyr} (Wickham et al., 2022), {tidyr} (Wickham & Girlich, 2022), {ggplot2} (Wickham, 2016), {patckwork} (Pedersen, 2020), {geobr} (Pereira & Gonçalves, 2022), {rlang} (Henry & Wickham, 2022), {purrr} (Henry & Wickham, 2020), e {psych} (Revelle, 2022).
R Core Team (2022). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/
Wickham, H., François, R., Henry, L., Müller, K. (2022). dplyr: A Grammar of Data Manipulation. R package version 1.0.9. https://CRAN.R-project.org/package=dplyr
Wickham, H., Girlich, M. (2022). tidyr: Tidy Messy Data. R package version 1.2.0, https://CRAN.R-project.org/package=tidyr
Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York
Pedersen, T. L. (2020). patchwork: The Composer of Plots. R package version 1.1.1. https://CRAN.R-project.org/package=patchwork
Pereira, R. H. M., Gonçalves, C. N. (2022). geobr: Download Official Spatial Data Sets of Brazil. R package version 1.6.5999, <https://github.com/ipeaGIT/geobr
Henry, L., Wickham, H. (2022). rlang: Functions for Base Types and Core R and ‘Tidyverse’ Features. R package version 1.0.3, https://CRAN.R-project.org/package=rlang
Henry, L., Wickham, H. (2020). purrr: Functional Programming Tools. R package version 0.3.4, https://CRAN.R-project.org/package=purrr
Revelle, W. (2022). psych: Procedures for Personality and Psychological Research, Northwestern University, Evanston, Illinois, USA, R package version 2.2.3, https://CRAN.R-project.org/package=psych